| 2005 | Generalized Relevance LVQ with Correlation Measures for Biological Data. | Marc Strickert, Nese Sreenivasulu, Winfriede Weschke, Udo Seiffert, Thomas Villmann |
| 2005 | Stability of backpropagation-decorrelation efficient O(N) recurrent learning. | Jochen J. Steil |
| 2005 | A Neural Network that helps building a Nonlinear Dynamical model of a Power Amplifier. | Georgina Stegmayer, Omar Chiotti, Giancarlo Orengo |
| 2005 | Pruned lazy learning models for time series prediction. | Antti Sorjamaa, Amaury Lendasse, Michel Verleysen |
| 2005 | Experimental validation of a synapse model by adding synaptic conductances to excitable endocrine cells in culture. | Sofiane Boussa, Mattieu Marin, Frank LeFoll, Alain Faure, Francois Leboulanger |
| 2005 | Neural network classification using Shannon's entropy. | Lus M. Silva, Joaquim Marques de S, Lus A. Alexandre |
| 2005 | Learning to classify a collection of images and texts. | Panagiotis Saragiotis, Bogdan Vrusias, Khurshid Ahmad |
| 2005 | a new wrapper method for feature subset selection. | Noelia Snchez-Maroo, Amparo Alonso-Betanzos, Enrique F. Castillo |
| 2005 | Using CMU PIE Human Face Database to a Convolutional Neural Network - Neocognitron. | Jos Hiroki Saito, Thiago Vieira de Carvalho, Marcelo Hirakuri, Andr Saunite, Alessandro Noriaki Ide, Sandra Abib |
| 2005 | Perceptron Learning with Discrete Weights. | Joaquim Marques de S, Carlos S. Felgueiras |
| 2005 | Efficient estimation of multidimensional regression model with multilayer perceptron. | Joseph Rynkiewicz |
| 2005 | Analysis of contrast functions in a genetic algorithm for post-nonlinear blind source separation. | Fernando Rojas Ruiz, Carlos Garca Puntonet, Ignacio Rojas Ruiz |
| 2005 | Two or three things that we (intend to) know about Hopfield and Tank networks. | Miguel A. Atencia Ruiz, Gonzalo Joya Caparrs, Francisco Sandoval Hernndez |
| 2005 | Usage Guided Clustering of Web Pages with the Median Self Organizing Map. | Fabrice Rossi, Acha El Golli, Yves Lechevallier |
| 2005 | Mutual information and gamma test for input selection. | Nima Reyhani, Jin Hao, Yongnan Ji, Amaury Lendasse |
| 2005 | SVM and pattern-enriched common fate graphs for the game of go. | Liva Ralaivola, Lin Wu, Pierre Baldi |
| 2005 | A new learning algorithm for incremental self-organizing maps. | Yann Prudent, Abdel Ennaji |
| 2005 | Graph projection techniques for Self-Organizing Maps. | Georg Plzlbauer, Andreas Rauber, Michael Dittenbach |
| 2005 | An On-line Fisher Discriminant. | Manuel Ortega-Moral, Vanessa Gmez-Verdejo, Jernimo Arenas-Garca, Anbal R. Figueiras-Vidal |
| 2005 | Adaptive Simultaneous Perturbation Based Pruning Algorithm for Neural Control Systems. | Jie Ni, Qing Song |
| 2005 | Domain expert approximation through oracle learning. | Joshua E. Menke, Tony R. Martinez |
| 2005 | Novel Algorithm for Eliminating Folding Effect in Standard SOM. | Kirmene Marzouki, Takeshi Yamakawa |
| 2005 | Organization properties of open networks of cooperative neuro-agents. | Jean-Pierre Mano, Pierre Glize |
| 2005 | Self-Organizing Maps computing on Graphic Process Unit. | Zhongwen Luo, Hongzhi Liu, Zhengping Yang, Xincai Wu |
| 2005 | Computational models of intracytoplasmic sperm injection prognosis. | Hui Liu, Ash Kshirsagar, Jessica Ku, Dolores Lamb, Craig Niederberger |